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From amalgamation to post-orogenic Rodinian rifting:Decoded by the Neoproterozoic Shenshan Group,South China
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作者 Hong-shuai Wu Yu-zhi Zhang +5 位作者 Xue Yang Jian-wen Yang Meng-yuan Li Xiao-qing Yu Cheng Wang Cheng-shi Gan 《China Geology》 2026年第1期102-119,I0001-I0014,共32页
The Shenshan Group provides important geological information which is vital in unraveling the amalgamation and subsequent rifting processes of South China.While conventional studies have asserted its formation in a su... The Shenshan Group provides important geological information which is vital in unraveling the amalgamation and subsequent rifting processes of South China.While conventional studies have asserted its formation in a subduction setting,the distinct investigation reveals the necessity for reassessment.To address this,the authors employ integrated methods encompassing petrological,zircon U-Pb geochronological,Lu-Hf isotopic and geochemical methods for sedimentary rocks from the upper Shenshan subgroup and Banxi Group.The geochemical results indicate that they were formed through the recycling deposition of intermediate-acidic igneous source material and experienced moderate chemical weathering.Additionally,both sedimentary sequences exhibit characteristics consistent with those formed in an intracontinental extensional rift setting since ca.810 Ma.The provenance analysis indicates that the upper Shenshan subgroup primarily originates from the Yangtze Domain,while the Banxi Group from both the Yangtze and Cathaysia domains.Synthesizing with previous studies,the Shenshan Group should be subdivided into the lower and upper subgroups which represent distinct tectonic backgrounds.The lower subgroup is inferred to have formed in an Early Neoproterozoic fore-arc setting,akin to the Zhoutan group.The upper subgroup corresponds to the Banxi Group,representing the Middle Neoproterozoic postorogenic rift setting,responding to the breakup of Rodinia. 展开更多
关键词 South China plate Subdivision of the Shenshan Group The upper Shenshan Subgroup Sedimentary rock Intermediate-acidic igneous source material Post-orogenic rift setting MESO-NEOPROTEROZOIC Fore-arc environment Rodinian continental rifting Geological survey engineering
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Detection of Maliciously Disseminated Hate Speech in Spanish Using Fine-Tuning and In-Context Learning Techniques with Large Language Models
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作者 Tomás Bernal-Beltrán RonghaoPan +3 位作者 JoséAntonio García-Díaz María del Pilar Salas-Zárate Mario Andrés Paredes-Valverde Rafael Valencia-García 《Computers, Materials & Continua》 2026年第4期353-390,共38页
The malicious dissemination of hate speech via compromised accounts,automated bot networks and malware-driven social media campaigns has become a growing cybersecurity concern.Automatically detecting such content in S... The malicious dissemination of hate speech via compromised accounts,automated bot networks and malware-driven social media campaigns has become a growing cybersecurity concern.Automatically detecting such content in Spanish is challenging due to linguistic complexity and the scarcity of annotated resources.In this paper,we compare two predominant AI-based approaches for the forensic detection of malicious hate speech:(1)finetuning encoder-only models that have been trained in Spanish and(2)In-Context Learning techniques(Zero-and Few-Shot Learning)with large-scale language models.Our approach goes beyond binary classification,proposing a comprehensive,multidimensional evaluation that labels each text by:(1)type of speech,(2)recipient,(3)level of intensity(ordinal)and(4)targeted group(multi-label).Performance is evaluated using an annotated Spanish corpus,standard metrics such as precision,recall and F1-score and stability-oriented metrics to evaluate the stability of the transition from zero-shot to few-shot prompting(Zero-to-Few Shot Retention and Zero-to-Few Shot Gain)are applied.The results indicate that fine-tuned encoder-only models(notably MarIA and BETO variants)consistently deliver the strongest and most reliable performance:in our experiments their macro F1-scores lie roughly in the range of approximately 46%–66%depending on the task.Zero-shot approaches are much less stable and typically yield substantially lower performance(observed F1-scores range approximately 0%–39%),often producing invalid outputs in practice.Few-shot prompting(e.g.,Qwen 38B,Mistral 7B)generally improves stability and recall relative to pure zero-shot,bringing F1-scores into a moderate range of approximately 20%–51%but still falling short of fully fine-tuned models.These findings highlight the importance of supervised adaptation and discuss the potential of both paradigms as components in AI-powered cybersecurity and malware forensics systems designed to identify and mitigate coordinated online hate campaigns. 展开更多
关键词 Hate speech detection malicious communication campaigns AI-driven cybersecurity social media analytics large language models prompt-tuning fine-tuning in-context learning natural language processing
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Human cerebral organoids:Complex,versatile,and human-relevant models of neural development and brain diseases
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作者 Raquel Coronel Rosa González-Sastre +8 位作者 Patricia Mateos-Martínez Laura Maeso Elena Llorente-Beneyto Sabela Martín-Benito Viviana S.Costa Gagosian Leonardo Foti Ma Carmen González-Caballero Victoria López-Alonso Isabel Liste 《Neural Regeneration Research》 2026年第3期837-854,共18页
The brain is the most complex human organ,and commonly used models,such as two-dimensional-cell cultures and animal brains,often lack the sophistication needed to accurately use in research.In this context,human cereb... The brain is the most complex human organ,and commonly used models,such as two-dimensional-cell cultures and animal brains,often lack the sophistication needed to accurately use in research.In this context,human cerebral organoids have emerged as valuable tools offering a more complex,versatile,and human-relevant system than traditional animal models,which are often unable to replicate the intricate architecture and functionality of the human brain.Since human cerebral organoids are a state-of-the-art model for the study of neurodevelopment and different pathologies affecting the brain,this field is currently under constant development,and work in this area is abundant.In this review,we give a complete overview of human cerebral organoids technology,starting from the different types of protocols that exist to generate different human cerebral organoids.We continue with the use of brain organoids for the study of brain pathologies,highlighting neurodevelopmental,psychiatric,neurodegenerative,brain tumor,and infectious diseases.Because of the potential value of human cerebral organoids,we describe their use in transplantation,drug screening,and toxicology assays.We also discuss the technologies available to study cell diversity and physiological characteristics of organoids.Finally,we summarize the limitations that currently exist in the field,such as the development of vasculature and microglia,and highlight some of the novel approaches being pursued through bioengineering. 展开更多
关键词 assembloids BIOENGINEERING challenges disease modeling drug screening and toxicology human brain organoids human pluripotent stem cells neurodegenerative diseases NEURODEVELOPMENT VASCULARIZATION
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Bacterial extracellular vesicles in the brain:Pathological effects and therapeutic possibilities
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作者 Yaiza M.Arenas Paula Izquierdo-Altarejos +2 位作者 Gaspar Pérez-Martínez Vicente Felipo Marta Llansola 《Neural Regeneration Research》 2026年第6期2101-2109,共9页
The mechanisms leading to neurological and neurodegenerative diseases are not completely known,and new,more effective,therapeutic treatments are necessary for most neurological pathologies.The treatment of neurologica... The mechanisms leading to neurological and neurodegenerative diseases are not completely known,and new,more effective,therapeutic treatments are necessary for most neurological pathologies.The treatment of neurological and neurodegenerative diseases is complicated due to the blood-brain barrier,which makes it difficult for drugs to access the brain areas in which they must act to improve the pathology.A tool that can help to overcome this difficulty is the use of extracellular vesicles,which can easily cross the blood-brain barrier.The extracellular vesicles are considered a main way of communication between the brain and the rest of the body,with important implications for the physiopathology and therapy of neurological diseases.In recent years,the involvement of microbiota in many neurological pathologies,as well as its possible therapeutic role,has also become evident.A key mediator in the pathologic and beneficial effects of microbiota seems to be the bacterial extracellular vesicles.There is an important communication between the brain and the intestinal microbiota(the gut-brain axis),by which the microbiota influences brain function,impacts on mental health,and plays a role in different neurological and neurodegenerative diseases.The identification of the mechanisms involved in this gut-brain axis is essential to understanding the mechanisms of neurological pathologies and to developing more effective treatments for these diseases.Bacterial extracellular vesicles would play a relevant role in these processes.This review compiles the recent information and evidence on the role of bacterial extracellular vesicles in brain pathologies and on the therapeutic utility of bacterial extracellular vesicles in neurological and neurodegenerative diseases.One advantage of bacterial extracellular vesicles compared to extracellular vesicles derived from other cell types,such as stem cells,is that bacterial extracellular vesicles are generally easier to produce and modify.Bacterial extracellular vesicles may be easily modified to target a specific pathology and/or to enhance its therapeutic efficacy.Although the studies are still scarce,they open a wide field of possibilities for future studies,which will lead to a deeper understanding of the role of microbiota and bacterial extracellular vesicles in neurological pathologies and the underlying mechanisms,as well as to the development of new treatments based on the use of bacterial extracellular vesicles in neurological diseases. 展开更多
关键词 bacteria bacterial extracellular vesicles gut-brain axis inflammation microbiota NEUROINFLAMMATION neurological diseases NEUROTRANSMISSION PATHOGENIC probiotic therapeutic treatment
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Adeno-associated viral vectors for modeling Parkinson's disease in non-human primates
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作者 Julia Chocarro José L.Lanciego 《Neural Regeneration Research》 2026年第1期224-232,共9页
The development of clinical candidates that modify the natural progression of sporadic Parkinson's disease and related synucleinopathies is a praiseworthy endeavor,but extremely challenging.Therapeutic candidates ... The development of clinical candidates that modify the natural progression of sporadic Parkinson's disease and related synucleinopathies is a praiseworthy endeavor,but extremely challenging.Therapeutic candidates that were successful in preclinical Parkinson's disease animal models have repeatedly failed when tested in clinical trials.While these failures have many possible explanations,it is perhaps time to recognize that the problem lies with the animal models rather than the putative candidate.In other words,the lack of adequate animal models of Parkinson's disease currently represents the main barrier to preclinical identification of potential disease-modifying therapies likely to succeed in clinical trials.However,this barrier may be overcome by the recent introduction of novel generations of viral vectors coding for different forms of alpha-synuclein species and related genes.Although still facing several limitations,these models have managed to mimic the known neuropathological hallmarks of Parkinson's disease with unprecedented accuracy,delineating a more optimistic scenario for the near future. 展开更多
关键词 adeno-associated viral vectors ALPHA-SYNUCLEIN DOPAMINE Lewy bodies NEURODEGENERATION NEUROMELANIN NEUROPATHOLOGY substantia nigra
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Staphylococcus aureus Cultured from Sushi in China:Revealing the Potential Foodborne Pathogenic Risks based on Antimicrobial Susceptibility,Virulence Factors and Genetic Characteristics
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作者 Hui Li Xin Gan +6 位作者 Menghang Li Shiwei Liu Dajin Yang Lin Yan Séamus Fanning Li Bai Zhaoping Liu 《Biomedical and Environmental Sciences》 2026年第2期239-244,共6页
Staphylococcus aureus(S.aureus)is the third most common pathogen causing 10.6%of bacterial foodborne illnesses in China in 2021[1].Heat-stable Staphylococcal Enterotoxins(SEs)produced by S.aureus are the main contribu... Staphylococcus aureus(S.aureus)is the third most common pathogen causing 10.6%of bacterial foodborne illnesses in China in 2021[1].Heat-stable Staphylococcal Enterotoxins(SEs)produced by S.aureus are the main contributors to staphylococcal food poisoning(SFP),causing vomiting,diarrhea,abdominal pain,headache,muscle cramps,and other acute gastroenteritis symptoms.More than 25 SEs and staphylococcal enterotoxin-like toxins(SE/s)have been described and which together comprise a superfamily of pyrogenic toxin superantigens(SAgs)[2]. 展开更多
关键词 bacterial foodborne illnesses staphylococcus aureus saureus foodborne pathogenic risks staphylococcal food poisoning sfp causing pyrogenic toxin sup antimicrobial susceptibility genetic characteristics virulence factors
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Synaptic and synchronic impairments in subcortical brain regions associated with early non-cognitive dysfunction in Alzheimer's disease
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作者 Nicolás Riffo-Lepe Juliana González-Sanmiguel +5 位作者 Lorena Armijo-Weingart Paulina Saavedra-Sieyes David Hernandez Gerson Ramos Loreto S.San Martín Luis G.Aguayo 《Neural Regeneration Research》 2026年第1期248-264,共17页
For many decades,Alzheimer's disease research has primarily focused on impairments within cortical and hippocampal regions,which are thought to be related to cognitive dysfunctions such as memory and language defi... For many decades,Alzheimer's disease research has primarily focused on impairments within cortical and hippocampal regions,which are thought to be related to cognitive dysfunctions such as memory and language deficits.The exact cause of Alzheimer's disease is still under debate,making it challenging to establish an effective therapy or early diagnosis.It is widely accepted that the accumulation of amyloid-beta peptide in the brain parenchyma leads to synaptic dysfunction,a critical step in Alzheimer's disease development.The traditional amyloid cascade model is initiated by accumulating extracellular amyloid-beta in brain areas essential for memory and language.However,while it is possible to reduce the presence of amyloid-beta plaques in the brain with newer immunotherapies,cognitive symptoms do not necessarily improve.Interestingly,recent studies support the notion that early alterations in subcortical brain regions also contribute to brain damage and precognitive decline in Alzheimer's disease.A body of recent evidence suggests that early Alzheimer's disease is associated with alterations(e.g.,motivation,anxiety,and motor impairment)in subcortical areas,such as the striatum and amygdala,in both human and animal models.Also,recent data indicate that intracellular amyloid-beta appears early in subcortical regions such as the nucleus accumbens,locus coeruleus,and raphe nucleus,even without extracellular amyloid plaques.The reported effects are mainly excitatory,increasing glutamatergic transmission and neuronal excitability.In agreement,data in Alzheimer's disease patients and animal models show an increase in neuronal synchronization that leads to electroencephalogram disturbances and epilepsy.The data indicate that early subcortical brain dysfunctions might be associated with non-cognitive symptoms such as anxiety,irritability,and motivation deficits,which precede memory loss and language alterations.Overall,the evidence reviewed suggests that subcortical brain regions could explain early dysfunctions and perhaps be targets for therapies to slow disease progression.Future research should focus on these non-traditional brain regions to reveal early pathological alterations and underlying mechanisms to advance our understanding of Alzheimer's disease beyond the traditionally studied hippocampal and cortical circuits. 展开更多
关键词 Alzheimer's disease AMPA receptors AMYGDALA epilepsy gamma-aminobutyric acid GLUTAMATE hippocampus NEURODEGENERATION neuronal excitability N-methyl-D-aspartate receptors non-cognitive nucleus accumbens
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An Improved PID Controller Based on Artificial Neural Networks for Cathodic Protection of Steel in Chlorinated Media
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作者 JoséArturo Ramírez-Fernández Henevith G.Méndez-Figueroa +3 位作者 Sebastián Ossandón Ricardo Galván-Martínez MiguelÁngel Hernández-Pérez Ricardo Orozco-Cruz 《Computers, Materials & Continua》 2026年第3期624-640,共17页
In this study,artificial neural networks(ANNs)were implemented to determine design parameters for an impressed current cathodic protection(ICCP)prototype.An ASTM A36 steel plate was tested in 3.5%NaCl solution,seawate... In this study,artificial neural networks(ANNs)were implemented to determine design parameters for an impressed current cathodic protection(ICCP)prototype.An ASTM A36 steel plate was tested in 3.5%NaCl solution,seawater,and NS4 using electrochemical impedance spectroscopy(EIS)to monitor the evolution of the substrate surface,which affects the current required to reach the protection potential(Eprot).Experimental data were collected as training datasets and analyzed using statistical methods,including box plots and correlation matrices.Subsequently,ANNs were applied to predict the current demand at different exposure times,enabling the estimation of electrochemical parameters(limiting voltage values)that can be used to optimize a self-regulating ICCP system.The obtained electrochemical parameters were then used,through Particle Swarm Optimization(PSO),to fine-tune an ANN-based proportional-integral-derivative(PID)controller for the ICCP system. 展开更多
关键词 Artificial neural networks(ANNs) corrosion impressed current cathodic protection(ICCP) proportional integral derivative(PID)corrosion control particle swarm optimization(PSO) statistical analysis
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Sox2-overexpressing neural stem cells alleviate ventricular enlargement and neurological dysfunction in posthemorrhagic hydrocephalus
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作者 Baocheng Gao Haoxiang Wang +6 位作者 Shuang Hu Kunhong Zhong Xiaoyin Liu Ziang Deng Yuanyou Li Aiping Tong Liangxue Zhou 《Neural Regeneration Research》 2026年第2期769-779,共11页
Neural stem cells(NSCs)have the potential for self-renewal and multidirectional differentiation,and their transplantation has achieved good efficacy in a variety of diseases.However,only 1%-10%of transplanted NSCs sur... Neural stem cells(NSCs)have the potential for self-renewal and multidirectional differentiation,and their transplantation has achieved good efficacy in a variety of diseases.However,only 1%-10%of transplanted NSCs survive in the ischemic and hypoxic microenvironment of posthemorrhagic hydrocephalus.^(Sox2)is an important factor for NSCs to maintain proliferation.Therefore,^(Sox2)-overexpressing NSCs(NSC^(Sox2))may be more successful in improving neurological dysfunction after posthemorrhagic hydrocephalus.In this study,human NSC^(Sox2)was transplanted into a posthemorrhagic hydrocephalus mouse model,and retinoic acid was administered to further promote NSC differentiation.The results showed that NSC^(Sox2)attenuated the ventricular enlargement caused by posthemorrhagic hydrocephalus and improved neurological function.NSC^(Sox2)also promoted nerve regeneration,inhibited neuroinflammation and promoted M2 polarization(anti-inflammatory phenotype),thereby reducing cerebrospinal fluid secretion in choroid plexus.These findings suggest that NSC^(Sox2)rescued ventricular enlargement and neurological dysfunction induced by posthemorrhagic hydrocephalus through neural regeneration and modulation of inflammation. 展开更多
关键词 ANGIOGENESIS cerebrospinal fluid hippocampal transplantation inflammation MICROGLIA neural stem cells NEUROGENESIS posthemorrhagic hydrocephalus retinoic acid ^(Sox2)
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Cardiac transplantation:A review of current status and emerging innovations 被引量:1
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作者 Umashri Sundararaju Srinivas Rachoori +1 位作者 Abdulkader Mohammad Hamrish Kumar Rajakumar 《World Journal of Transplantation》 2025年第2期49-64,共16页
Heart transplantation(HTx)is a life-saving procedure for patients with end-stage heart failure and has undergone remarkable advancements since the first succe-ssful transplant in 1967.The introduction of cyclosporine ... Heart transplantation(HTx)is a life-saving procedure for patients with end-stage heart failure and has undergone remarkable advancements since the first succe-ssful transplant in 1967.The introduction of cyclosporine in the 1970s significantly improved patient outcomes,leading to a global increase in transplants,including in India,where the practice has grown despite initial challenges.This review pro-vides an extensive overview of HTx,focusing on current practices,technological advancements,and the ongoing challenges the field faces today.It explores the evolution of surgical techniques,such as minimally invasive and robotic-assisted procedures,and the management of posttransplant rejection through tailored immunosuppressive strategies,including new monoclonal antibodies and perso-nalized therapies.The review also highlights emerging innovations such as mechanical circulatory support devices and xenotransplantation as potential solutions to donor shortages while acknowledging the ethical and logistical challenges these approaches entail.Furthermore,the analysis delves into the implications of using extended-criteria donors and the role of multidisciplinary teams in evaluating absolute and relative contraindications.Despite the progress made,the persistent issues of organ scarcity and ethical concerns underscore the need for ongoing research and innovation to further enhance the efficacy,safety,and accessibility of HTx. 展开更多
关键词 Heart transplantation End-stage heart failure Donor selection IMMUNOSUPPRESSION Mechanical circulatory support XENOTRANSPLANTATION Regenerative medicine Surgical techniques Donor management Transplantation outcomes
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Regulation of dendrite and axon growth and arborization by CD40L-reverse signaling:Interrelationships among JNK,PKC,and ERK1/2 signaling pathways
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作者 Paulina Carriba 《Neural Regeneration Research》 2026年第3期1116-1117,共2页
The nervous system function requires a precise but plastic neural architecture.The neuronal shape dictates how neurons interact with each other and with other cells,being the morphology of dendrites and axons the cent... The nervous system function requires a precise but plastic neural architecture.The neuronal shape dictates how neurons interact with each other and with other cells,being the morphology of dendrites and axons the central determinant of the functional properties of neurons and neural circuits.The topological and structural morphology of axons and dendrites defines and determines how synapses are conformed.The morphological diversity of axon and dendrite arborization governs the neuron’s inputs,synaptic integration,neuronal computation,signal transmission,and network circuitry,hence defining the particular connectivity and function of the different brain areas. 展开更多
关键词 CD L dendrite growth dendrite arborization nervous system neural architecturethe reverse signaling PKC JNK
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Thimerosal Inhibits Tumor Malignant Progression through Direct Action and Enhancing the Efficacy of PD-1-Based Immunotherapy
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作者 Ping Wang Yan-Han Chen +5 位作者 Ze-Tao Zhan Jun-Xiang Zeng Yu Chen Yuan Lin Tao Chen Wei-Jie Zhou 《Oncology Research》 2026年第2期486-511,共26页
Background:Thimerosal is a mercury-containing preservative widely used in vaccines.This study aimed to investigate its potential antitumor effects and mechanisms in solid malignancies,particularly colorectal cancer(CR... Background:Thimerosal is a mercury-containing preservative widely used in vaccines.This study aimed to investigate its potential antitumor effects and mechanisms in solid malignancies,particularly colorectal cancer(CRC)and melanoma.Methods:A combination of in vitro and in vivo approaches was employed.Cell proliferation,apoptosis,migration,and invasion were assessed using Cell Counting Kit-8(CCK-8),colony formation,ATP viability,Western blotting,flow cytometry,wound-healing and Transwell assays.Subcutaneous,lung metastases,and Azoxymethane/Dextran Sulfate Sodium Salt(AOM/DSS)-induced colitis-associated CRC models were established to examine antitumor efficacy and safety.The functional role of mercury ions was validated using structural analogues.Mechanistic studies included RNA sequencing,Western blot,and immunohistochemical analysis of CD8^(+)T cell infiltration.The synergistic effect with programmed cell death protein 1(PD-1)antibody therapy was also evaluated.Results:Thimerosal potently inhibited tumor growth(with IC50 values ranging from 0.1 to 1μM in vitro)and significantly prolonged survival without overt toxicity in vivo.Mechanistically,mercury ions were identified as critical functional sites mediating Thimerosal’s antitumor effects.Specifically,Thimerosal inhibited the phosphorylation of Janus kinase 1(JAK1)and signal transducer and activator of transcription 3(STAT3).Furthermore,it enhanced the infiltration of CD8^(+)T cells into the tumor microenvironment and synergistically augmented the efficacy of anti-PD-1 therapy.Conclusion:Thimerosal exerts dual antitumor roles by direct JAK1/STAT3 inhibition and immune modulation via CD8^(+)T cell recruitment.It represents a promising repurposed drug and immunotherapeutic adjuvant for CRC and melanoma. 展开更多
关键词 THIMEROSAL colorectal cancer MELANOMA Janus kinase 1/signal transducer and activator of transcription 3 programmed cell death protein 1 IMMUNOTHERAPY mercury ions repurposed drug
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SDNet:A self-supervised bird recognition method based on large language models and diffusion models for improving long-term bird monitoring
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作者 Zhongde Zhang Nan Su +3 位作者 Chenxun Deng Yandong Zhao Weiping Liu Qiaoling Han 《Avian Research》 2026年第1期200-215,共16页
The collection and annotation of lar ge-scale bird datasets are resource-intensive and time-consuming processes that significantly limit the scalability and accuracy of biodiversity monitoring systems.While self-super... The collection and annotation of lar ge-scale bird datasets are resource-intensive and time-consuming processes that significantly limit the scalability and accuracy of biodiversity monitoring systems.While self-supervised learning(SSL)has emerged as a promising approach for leveraging unannotated data,current SSL methods face two critical challenges in bird species recognition:(1)long-tailed data distributions that result in poor performance on underrepresented species;and(2)domain shift issues caused by data augmentation strategies designed to mitigate class imbalance.Here we present SDNet,a novel SSL-based bird recognition framework that integrates diffusion models with large language models(LLMs)to overcome these limitations.SDNet employs LLMs to generate semantically rich textual descriptions for tail-class species by prompting the models with species taxonomy,morphological attributes,and habitat information,producing detailed natural language priors that capture fine-grained visual characteristics(e.g.,plumage patterns,body proportions,and distinctive markings).These textual descriptions are subsequently used by a conditional diffusion model to synthesize new bird image samples through cross-attention mechanisms that fuse textual embeddings with intermediate visual feature representations during the denoising process,ensuring generated images preserve species-specific morphological details while maintaining photorealistic quality.Additionally,we incorporate a Swin Transformer as the feature extraction backbone whose hierarchical window-based attention mechanism and shifted windowing scheme enable multi-scale local feature extraction that proves particularly effective at capturing finegrained discriminative patterns(such as beak shape and feather texture)while mitigating domain shift between synthetic and original images through consistent feature representations across both data sources.SDNet is validated on both a self-constructed dataset(Bird_BXS)an d a publicly available benchmark(Birds_25),demonstrating substantial improvements over conventional SSL approaches.Our results indicate that the synergistic integration of LLMs,diffusion models,and the Swin Transformer architecture contributes significantly to recognition accuracy,particularly for rare and morphologically similar species.These findings highlight the potential of SDNet for addressing fundamental limitations of existing SSL methods in avian recognition tasks and establishing a new paradigm for efficient self-supervised learning in large-scale ornithological vision applications. 展开更多
关键词 Biodiversity conservation Bird intelligent monitoring Diffusion models Large-scale language models Long-tailed learning Self-supervised learning
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Management of small hepatocellular carcinoma in cirrhosis:Focus on portal hypertension 被引量:20
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作者 Virginia Hernandez-Gea Fanny Turon +1 位作者 Annalisa Berzigotti Augusto Villanueva 《World Journal of Gastroenterology》 SCIE CAS 2013年第8期1193-1199,共7页
The incidence of hepatocellular carcinoma(HCC) is rising worldwide being currently the fifth most common cancer and third cause of cancer-related mortality.Early detection of HCC through surveillance programs have ena... The incidence of hepatocellular carcinoma(HCC) is rising worldwide being currently the fifth most common cancer and third cause of cancer-related mortality.Early detection of HCC through surveillance programs have enabled the identification of small nodules with higher frequency,and nowadays account for 10%-15% of patients diagnosed in the West and almost 30% in Japan.Patients with small HCC can be candidates for potential curative treatments:liver transplantation,surgical resection and percutaneous ablation,depending on the presence of portal hypertension and co-morbidities.This review will analyze recent advancements in the clinical management of these individuals,focusing on issues related to the role of portal hypertension,the debate between resection and ablative therapies and the future impact of molecular technologies. 展开更多
关键词 PORTAL HYPERTENSION Hepatic VENOUS pressure gradient Clinically significant PORTAL HYPERTENSION LIVER stiffness LIVER cancer Hepatocellular carcinoma Resection RADIOFREQUENCY ablation PERCUTANEOUS ethanol injection
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Molecular Fingerprinting of Three Ex-Situ Cultivated Populations of Acalypha gaumeri Pax&K.Hoffm(Female and Male)and Evaluation of Their Antifungal Activity Against Phytopathogens
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作者 Christian Pérez-Chablé Daisy Pérez-Brito +3 位作者 Anuar Magaña-Alvarez Jairo Cristóbal-Alejo Irma L.Medina-Baizabal Marcela Gamboa-Angulo 《Phyton-International Journal of Experimental Botany》 2026年第2期36-54,共19页
Acalypha gaumeri(Euphorbiaceae)is the only endemic species of the genus in the Yucatan Peninsula.It is dioecious and has antifungal properties against various phytopathogens.In the present study,molecular identificati... Acalypha gaumeri(Euphorbiaceae)is the only endemic species of the genus in the Yucatan Peninsula.It is dioecious and has antifungal properties against various phytopathogens.In the present study,molecular identification of A.gaumeri was performed using the rbcL region,confirming its belonging to the Acalypha genus.Its genetic diversity was evaluated using 10 SPAR markers(ISSR and DAMD)from 60 individuals collected from female and male plants of the Kiuic,Tinum and Yaxcaba ex-situ populations.The results showed a high level of genetic polymorphism(PIC=0.980)and significant differences among the populations.Ethanol and aqueous extracts from leaves,stems,and roots of both genders and three populations were evaluated against three phytopathogenic fungi.Only the ethanol extracts of the roots showed inhibitory antifungal activity,whereas Kiuic and Tinum,both male and female individuals,showed inhibitory effects at 1000μg/mL against the three pathogens.The ethanol extract of the female flowering plant of Kiuic showed activity at minimum inhibitory concentrations of 250μg/mL against Alternaria chrysanthemi CICY004 and 500μg/mL against Colletotrichum gloeosporioides CICY002 and Penicillium oxalicum ITC25.Chromatographic profile of the ethanol extracts confirmed the presence of alkaloidal components in the ex-situ cultivated plants,which were analyzed by HPLC.The results revealed that the peaks at T_(R) of 7.60,7.88,and 8.49 min were the most abundant components(9.95%-21.93%),with differences between female and male plants of the three populations.This research confirms that A.gaumeri cultivated and genetically characterized is a potential raw material to develop an eco-friendly product for the control of fungal diseases in crops. 展开更多
关键词 Acalypha gaumeri antifungal activity alkaloidal compounds eco-friendly crop protection genetic diversity phytopathogenic fungi
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Divergent vegetation response to increasing grazing pressure in arid and semi-arid rangelands in Argentina
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作者 Dianela Alejandra CALVO Juan José GAITÁN +2 位作者 Juan Manuel ZEBERIO Ana Isabel CASALINI Guadalupe PETER 《Journal of Arid Land》 2026年第1期84-100,共17页
The connection between climatic factors and grazing is essential for maintaining ecosystem function and vegetation productivity.This study examined the impact of grazing intensity on vegetation across a broad climatic... The connection between climatic factors and grazing is essential for maintaining ecosystem function and vegetation productivity.This study examined the impact of grazing intensity on vegetation across a broad climatic gradient spanning the Espinal,Argentine Low Monte,and Patagonian Steppe ecoregions of Argentina.The research was carried out at eight sampling sites with radial grazing gradients generated around artificial water sources(piospheres),exhibiting two contrasting response patterns of vegetation to grazing pressure.One of the response patterns shows a typical vegetation response to grazing that the vegetation productivity increases with the distance to the water sources(decreasing grazing intensity).The second pattern is found in drier regions,where vegetation presents an inverse productivity response that vegetation productivity is higher near water sources(high grazing intensity)due to increased shrub cover.Vegetation productivity was measured using the Normalized Difference Vegetation Index(NDVI).Vegetation patch structure and cover were determined for each site with high,medium,and low grazing intensities.Results indicated that shrub cover is the primary driver of vegetation productivity,showing contrasting responses to grazing intensity between the two identified patterns.While NDVI proved to be a reliable proxy for shrub cover and total vegetation cover(R2>0.70),it failed to reflect grass cover dynamics.Furthermore,mean annual temperature was more strongly correlated with vegetation cover changes,while grazing intensity significantly altered vegetation patch structure and soil cover distribution.Specifically,in drier regions,high grazing intensity led to larger patches while,in wetter regions,it led to smaller patches(fragmentation).Shrubs,with their deeper roots and drought tolerance,were less preferred and more resistant to grazing in arid environments and thrived under grazing pressure in these arid conditions.Our results underscored the need for adaptive management strategies in grazing systems.Traditional approaches may require significant adjustments,as the efficacy of management hinges on the interplay of specific climatic conditions and the varied responses of vegetation.Furthermore,effective conservation efforts should prioritize the recognition and protection of shrubs given their critical contribution to ecosystem function and biodiversity.Ultimately,this research provides a valuable framework to understand the complex dynamics between grazing and vegetation in arid and semi-arid environments,highlighting that sustainable grazing practices should be tailored to account for both climatic variables and the unique characteristics of different plant communities. 展开更多
关键词 grazing intensity vegetation productivity piospheres shrub encroachment climate change Patagonian Steppe
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Robotic-assisted donor and recipient hepatectomy in liver transplantation:An umbrella review of clinical outcomes,surgical performance,and cost-effectiveness
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作者 Carlos M Ardila Daniel González-Arroyave Jaime Ramírez-Arbelaez 《World Journal of Transplantation》 2026年第1期223-238,共16页
BACKGROUND Robotic assistance is increasingly used for donor and recipient hepatectomy in liver transplantation,yet existing evidence is fragmented and variably indirect.AIM To evaluate clinical outcomes,surgical perf... BACKGROUND Robotic assistance is increasingly used for donor and recipient hepatectomy in liver transplantation,yet existing evidence is fragmented and variably indirect.AIM To evaluate clinical outcomes,surgical performance,and economic effects of robotic-assisted donor and recipient hepatectomy in the transplant pathway.METHODS Following Preferred Reporting Items for Systematic reviews and Meta-Analyses 2020 and a priori registration,systematic reviews were included with or without meta-analysis.Four databases were searched through July 2025.Methodological quality was appraised with a measurement tool to assess systematic reviews(AMSTAR 2),and certainty was graded with grading of recommendations assessment,development and evaluation(GRADE).Evidence overlap was calculated via a citation-matrix-based corrected covered area(CCA).Effect sizes were prespecified as risk ratios(RR)for dichotomous outcomes and mean differences for continuous outcomes.RESULTS Five reviews met the inclusion criteria,four with meta-analyses and one consensus review used only for context.Donor(direct)findings were more favorable for robotics in terms of estimated blood loss(≈-117 mL)and length of stay(≈-0.6 days),although with longer operative time(≈+105 minutes).Absolute risks for donor complications were not estimable from ratio-only data.Recipient(indirect)meta-analysis indicated robotics to be favorable in terms of conversion(RR≈0.41)and severe morbidity(RR≈0.81),with a trend toward lower overall morbidity(RR≈0.92)and no difference in 30-day mortality.Differences in length of stay and operative time were small and heterogeneous.Economic evidence(indirect,network meta-analysis)suggested higher procedural costs for robotic vs laparoscopic intervention,but lower hospitalization costs vs open intervention,with laparoscopy the least expensive overall.AMSTAR 2 ratings were moderate-to-high across the reviews,GRADE certainty was low for key donor continuous outcomes,and low-to-moderate for recipient and economic outcomes.Overlap was slight(graded-corpus CCA=0.0%;including a contextual non-transplant review increased CCA to≈1.25%).CONCLUSION Robotic donor hepatectomy confers perioperative advantages at the cost of longer operative time.Recipient and economic findings are indirect and considered hypothesis-generating.Transplant-specific,prospective comparisons using a minimum standardized dataset and uniform outcome definitions are needed to resolve remaining uncertainties and to clarify the cost-utility correlation. 展开更多
关键词 Robotic-assisted surgery HEPATECTOMY Liver transplantation Living donor Surgical outcomes COST-EFFECTIVENESS Minimally invasive surgery Systematic review Meta-analysis
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Mathematical Nanotechnology: Quantum Field Intentionality 被引量:1
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作者 Francisco Bulnes 《Journal of Applied Mathematics and Physics》 2013年第5期25-44,共20页
Considering the finite actions of a field on the matter and the space which used to infiltrate their quantum reality at level particle, methods are developed to serve to base the concept of “intentional action” of a... Considering the finite actions of a field on the matter and the space which used to infiltrate their quantum reality at level particle, methods are developed to serve to base the concept of “intentional action” of a field and their ordered and supported effects (synergy) that must be realized for the “organized transformation” of the space and matter. Using path integrals, these transformations are decoded and their quantum principles are shown. 展开更多
关键词 INTENTIONAL Action Field INFILTRATION Hyper-Reality Synergic Action Events Synchronization Synergic Operators Cyber-Quantum ALGEBRA Perception Integral Transforms Feynman-Bulnes INTEGRALS NEWMAN Dimension
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New horizons in the endoscopic ultrasonography-based diagnosis of pancreatic cystic lesions 被引量:3
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作者 María-Victoria Alvarez-Sánchez Bertrand Napoléon 《World Journal of Gastroenterology》 SCIE CAS 2018年第26期2853-2866,共14页
Pancreatic cystic lesions(PCLs) are increasingly being identified because of the widespread use of highresolution abdominal imaging. These cysts encompass a spectrum from malignant disease to benign lesions, and there... Pancreatic cystic lesions(PCLs) are increasingly being identified because of the widespread use of highresolution abdominal imaging. These cysts encompass a spectrum from malignant disease to benign lesions, and therefore, accurate diagnosis is crucial to determine the best management strategy, either surgical resection or surveillance. However, the current standard of diagnosis is not accurate enough due to limitations of imaging and tissue sampling techniques, which entail the risk of unnecessary burdensome surgery for benign lesions or missed opportunities of prophylactic surgery for potentially malignant PCLs. In the last decade, endoscopic innovations based on endoscopic ultrasonography(EUS) imaging have emerged, aiming to overcome the present limitations. These new EUS-based technologies are contrast harmonic EUS, needle-based confocal endomicroscopy, through-the-needle cystoscopy and through-the needle intracystic biopsy. Here, we present a comprehensive and critical review of these emerging endoscopic tools for the diagnosis of PCLs, with a special emphasis on feasibility, safety and diagnostic performance. 展开更多
关键词 Intraductal papillary MUCINOUS neoplasm Pancreatic cystic lesions ENDOSCOPIC ULTRASONOGRAPHY Confocal endomicroscopy MUCINOUS CYSTADENOMA Through-the-needle cystoscopy Serous CYSTADENOMA Through-the-needle forceps biopsy Contrast harmonic ENDOSCOPIC ULTRASONOGRAPHY
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Coronary computed tomography angiography vs stress testing for stable angina evaluation:Diagnostic and prognostic superiority
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作者 Vinay Gundareddy Shivam Singla +7 位作者 Jupalle Mounika Okello Owona Bhavna Singla Taranpreet Singh Sidra Anwar Vignesh Ramachandran Hikmat Ullah Shabbir Mazari 《World Journal of Cardiology》 2025年第9期64-72,共9页
BACKGROUND Stable angina pectoris,a clinical manifestation of coronary artery disease(CAD),is commonly evaluated using non-invasive diagnostic tools.Traditionally,stress testing modalities such as exercise electrocard... BACKGROUND Stable angina pectoris,a clinical manifestation of coronary artery disease(CAD),is commonly evaluated using non-invasive diagnostic tools.Traditionally,stress testing modalities such as exercise electrocardiography(ECG),myocardial per-fusion imaging(MPI),and stress echocardiography have been the first-line stra-tegies.However,coronary computed tomography angiography(CCTA),an anatomic imaging modality,is increasingly used for its ability to directly visualize coronary artery stenoses and plaque burden.Despite growing adoption,the comparative effectiveness of CCTA and stress testing in terms of diagnostic accuracy,prognostic value,and clinical outcomes in stable angina remains an area of active debate.AIM To compare the diagnostic and prognostic performance of CCTA with various forms of stress testing in adult patients presenting with suspected or confirmed stable angina.METHODS A comprehensive literature search was performed across PubMed,EMBASE,Scopus,and the Cochrane Central Register of Controlled Trials in accordance with the PRISMA guidelines.Only randomized controlled trials(RCT)published in English within the last 15 years were included.Studies involving adult patients(≥18 years)with stable angina or low-risk chest pain were selected.The intervention was CCTA,and the comparators included ECG,MPI,and stress echocardiography.Data were extracted using a standardized process,and study quality was assessed using the Cochrane Risk of Bias 2.0 tool.Due to heterogeneity in outcome measures and modalities,narrative synthesis was employed.RESULTS Five high-quality RCTs encompassing a total of 5551 patients were included.CCTA demonstrated superior diagnostic accuracy and prognostic capability across multiple studies.It was more effective in predicting major adverse cardiac events,including myocardial infarction and cardiac death,and was associated with fewer un-necessary invasive coronary angiographies and better event-free survival.Studies also reported improved revascu-larization rates in patients evaluated with CCTA,particularly within tiered diagnostic protocols.Stress testing,while useful,showed limitations in sensitivity and downstream clinical decision-making.CONCLUSION CCTA offers a diagnostically superior and clinically impactful strategy for the initial evaluation of patients with stable angina,especially those with intermediate pretest probability of CAD.Compared to conventional stress testing,it enhances risk stratification,reduces unnecessary procedures,and may improve long-term outcomes.These findings support its broader integration into diagnostic pathways for stable angina. 展开更多
关键词 Coronary computed tomography angiography Stable angina Stress testing Myocardial perfusion imaging Diagnostic accuracy Prognostic evaluation Event-free survival Non-invasive cardiac imaging REVASCULARIZATION Coronary artery disease
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